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Category: Programming

How to Run Tests in Parallel with pytest Using pytest-xdist
Programming

How to Run Tests in Parallel with pytest Using pytest-xdist

Posted on February 11, 2025January 28, 2025 by Matthew Mayo

As your Python projects grow, so does the time it takes to run your test suite.

How to Parametrize Test Functions with pytest Using parametrize
Programming

How to Parametrize Test Functions with pytest Using parametrize

Posted on February 10, 2025January 28, 2025 by Matthew Mayo

In this tutorial, we will explore how to use the @pytest.mark.parametrize decorator to create parametrized test functions.

Understanding The Role of Assumptions in Statistics
Programming

Understanding The Role of Assumptions in Statistics

Posted on February 6, 2025 by Cornellius Yudha Wijaya

This article will explore various common statistical test assumptions and how to handle assumption violations.

How to Perform Boosting in R
Programming

How to Perform Boosting in R

Posted on January 27, 2025January 26, 2025 by Jayita Gulati

In this article, we will explore boosting and demonstrate its implementation in R using popular libraries such as gbm, xgboost, and lightgbm.

How to Build Data Stories with Jupyter
Programming

How to Build Data Stories with Jupyter

Posted on January 24, 2025January 22, 2025 by Jayita Gulati

In this article, we will learn how to make data stories with Jupyter. We will see how to set it up, analyze data, create charts, and write simple explanations.

How to Conduct an A/B Test
Programming

How to Conduct an A/B Test

Posted on January 21, 2025January 20, 2025 by Mehrnaz Siavoshi

This article provides a step-by-step guide to conducting a successful A/B test, from forming a hypothesis to analyzing results.

10 Kick-Ass Starter Bash Scripts
Programming

10 Kick-Ass Starter Bash Scripts

Posted on January 14, 2025January 9, 2025 by Matthew Mayo

Let’s check out some Bash starter scripts, which you can use as inspiration and adapt to your own needs.

How to Perform Basic Data Cleaning in R
Programming

How to Perform Basic Data Cleaning in R

Posted on December 3, 2024December 2, 2024 by Jayita Gulati

In this article, we will cover basic steps for cleaning data in R.

How to Use NumPy to Convert Polar Coordinates to Cartesian Coordinates
Programming

How to Use NumPy to Convert Polar Coordinates to Cartesian Coordinates

Posted on December 3, 2024December 2, 2024 by Cornellius Yudha Wijaya

Let’s learn how to apply NumPy to change polar coordinates into Cartesian coordinates.

5 Programming Language Challenge: Calculating a Dataset’s Descriptive Statistics
Programming

5 Programming Language Challenge: Calculating a Dataset’s Descriptive Statistics

Posted on November 28, 2024November 29, 2024 by Matthew Mayo

Let’s see what it takes to compute a dataset’s descriptive statistics in 5 different programming languages.

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ABOUT STATOLOGY

Statology makes learning statistics easy by explaining topics in simple and straightforward ways. Our team of writers have over 40 years of experience in the fields of Machine Learning, AI and Statistics. Learn more about our team here.

Featured Posts

  • 7 Real-World Clues to Pick the Right TestAugust 26, 2026
  • Poisson Distribution Table (with Examples)August 25, 2026
  • Why Ensemble Methods Beat Single Models (And the Statistics Behind It)August 20, 2026
  • 3 Tests for Normality You Should Run Before You Trust Your AnalysisAugust 19, 2026
  • Understanding Generalization in Language Models: Overfitting, Regularization, and DropoutAugust 18, 2026
  • A Concise Guide to Comparing Model Benchmarks (With Confidence Intervals)August 13, 2026

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